HyperAI초신경
홈뉴스최신 연구 논문튜토리얼데이터셋백과사전SOTALLM 모델GPU 랭킹컨퍼런스
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소개
HyperAI초신경

Time Series Anomaly Detection On Ucr Anomaly

평가 지표

accuracy

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름
accuracy
Paper TitleRepository
TranAD0.19Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Matrix Profile STUMPY0.512Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
IF0.376Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Convolutional AE0.352Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
RCF0.387Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
TimeVQVAE-AD0.708Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
MDI0.47Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
AE0.236Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
LSTM-VAE0.198Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Matrix Profile SCRIMP0.416Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
DAGMM0.061Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
SR-CNN0.3Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
OC-SVM0.088Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
USAD0.276Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
Deep SVDD0.076Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
TS-TCC-AD0.006Explainable Time Series Anomaly Detection using Masked Latent Generative Modeling
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